Transactions of Nonferrous Metals Society of China The Chinese Journal of Nonferrous Metals

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中国有色金属学报(英文版)

Transactions of Nonferrous Metals Society of China

Vol. 7    No. 1    March 1997

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DIRECT FUZZY NEURAL CONTROL FOR TRAIN TRAVELING PROCESS
Wang Jing1; Cai Zixing1; Jia Limin2

1.Research Center for Intelligent Control; Central South University of Technology; Changsha 410083 ;
2.Signal & Communication Research Institute; China Academy of Railway Sciences; Beijing 100081

Abstract:A novel methodology to realize the automatic train operation is proposed based on a direct fuzzy neural control scheme that is functionally equivalent to the conventional fuzzy controller. Firstly, the structure, train pattern coding method and inference criteria of the proposed fuzzy neural controller were described in details. Then, based on the idea of process partition of complex process, the mathematics description of train traveling process was provided. Finally, a group of simulation results for train traveling process was compared with the human driver's control. The results have demonstrated the effectiveness of the proposed approach.

 

Key words: ATO(automatic train operation) fuzzy controller train traveling process process partition

ISSN 1004-0609
CN 43-1238/TG
CODEN: ZYJXFK

ISSN 1003-6326
CN 43-1239/TG
CODEN: TNMCEW

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